michaeltrs / DeepSatModelsLinks
Deep learning models for remote sensing applications
☆188Updated last year
Alternatives and similar repositories for DeepSatModels
Users that are interested in DeepSatModels are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆167Updated 10 months ago
- ☆231Updated 10 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆237Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆64Updated last year
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆139Updated 2 weeks ago
- The official code repository for paper "Rethinking the Encoding of Satellite Image Time Series".☆42Updated 2 weeks ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆237Updated last week
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆63Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆87Updated 2 years ago
- ☆195Updated 4 years ago
- PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-At…☆203Updated 3 years ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆290Updated last month
- Open source remote sensing dataset with benchmarks☆197Updated last year
- ☆32Updated last year
- Repository for SEN12MS related codes and utilities☆114Updated 11 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆78Updated last year
- A Satellite Time Series Dataset for Crop Type Identification☆204Updated 3 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆100Updated 8 months ago
- Towards Robust Evaluation for Geospatial Foundation Models☆205Updated this week
- ☆56Updated 2 years ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆110Updated 3 years ago
- ISPRS: Using a semantic edge-aware multi-task neural network to delineate agricultural parcels from remote sensing images☆74Updated 4 months ago
- Repo for testing foundation models☆53Updated last year
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆43Updated 4 years ago
- Open Satellite Image Cloud Detection Resources (Datasets and Tools)☆73Updated last year
- ☆38Updated 2 years ago
- ☆114Updated 8 months ago
- This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification)…☆50Updated 2 years ago